Understanding Virtual Environments for Data Science / Data Analysis - P.4

Python Fundamentals Course (DataCamp) ๐Ÿ‘‰๐Ÿผ https://lukeb.co/PythonBasicsDataCamp Data Analyst Track w/ Python (DataCamp) ๐Ÿ‘‰๐Ÿผ https://lukeb.co/PythonAnalystDataCamp (My recommended courses that I took to learn Python!) This video helps understand the basics of virtual environments & package managers that data analysts and scientists will encounter when working with python. We cover simple concepts to start and then work into implementing virtual environments & installing packages with conda (Anaconda). For pip and venv (virtualenv) users, I call out the differences so you can follow along as well. Differences of conda v. pip v. virtualenv ๐Ÿ‘‰๐Ÿผ https://docs.conda.io/projects/conda/... My playlist for starting Python ๐Ÿ‘‰๐Ÿผ ย ย ย โ€ขย Pythonย Setupย ย  Download Python w/ Anaconda here ๐Ÿ‘‰๐Ÿผ https://www.anaconda.com/products/ind... Download VS Code here ๐Ÿ‘‰๐Ÿผ https://code.visualstudio.com/download Certificates & Courses ================================== Coursera Courses: ๐Ÿ“œ Google Data Analytics Certificate (START HERE) ๐Ÿ‘‰๐Ÿผ https://lukeb.co/GoogleCert ๐Ÿ’ฟ SQL for Data Science ๐Ÿ‘‰๐Ÿผ https://lukeb.co/SQLdataScience ๐Ÿงพ Excel Skills for Business ๐Ÿ‘‰๐Ÿผ https://lukeb.co/ExcelBusinessAnalyst ๐Ÿ Python for Everybody ๐Ÿ‘‰๐Ÿผ https://lukeb.co/PythonForEverybody ๐Ÿ“Š Data Visualization with Tableau ๐Ÿ‘‰๐Ÿผ https://lukeb.co/Tableau_UCDavis ๐Ÿดโ€โ˜ ๏ธ Data Science: Foundations using R ๐Ÿ‘‰๐Ÿผ https://lukeb.co/RforDataScienceJH Coursera Plus Subscription (7-day free trial) ๐Ÿ‘‰๐Ÿผ https://lukeb.co/CourseraPlus DataCamp Courses: ๐Ÿ Python ๐Ÿ‘‰๐Ÿผ https://lukeb.co/PythonBasicsDataCamp ๐Ÿ“ˆ Power BI ๐Ÿ‘‰๐Ÿผ https://lukeb.co/PowerBIDataCamp ๐Ÿ“Š Tableau ๐Ÿ‘‰๐Ÿผ https://lukeb.co/TableauDataCamp ๐Ÿดโ€โ˜ ๏ธ R ๐Ÿ‘‰๐Ÿผ https://lukeb.co/RDataCamp ๐Ÿ Data Analyst w/ Python ๐Ÿ‘‰๐Ÿผ https://lukeb.co/PythonAnalystDataCamp DataCamp Subscription (Monthly $25USD) ๐Ÿ‘‰๐Ÿผ https://lukeb.co/DataCampSub ๐Ÿ™‹๐Ÿผโ€โ™‚๏ธ My Courses ๐Ÿ‘‰๐Ÿผ https://lukeb.co/courses My Tech for Data Science (Includes Amazon Affiliate Links) ================================== ๐Ÿ’ป Dell New XPS 13 (PC of choice) ๐Ÿ‘‰๐Ÿผ https://geni.us/DellNewXPS13 ๐Ÿ’ป Dell New XPS 15 ๐Ÿ‘‰๐Ÿผ https://geni.us/DellNewXPS15 ๐Ÿ‘จ๐Ÿผโ€๐Ÿ’ป M1 Macbook Air 8GB (Mac of choice) ๐Ÿ‘‰๐Ÿผ https://geni.us/M1macAir8GB ๐Ÿ‘จ๐Ÿผโ€๐Ÿ’ป M1 Macbook Pro 8GB ๐Ÿ‘‰๐Ÿผ https://geni.us/M1macPro8GB ๐Ÿ”Œ Must-have Mac dock ๐Ÿ‘‰๐Ÿผ https://geni.us/CalDigitTS3 ๐Ÿ–ฅ M1 Multiple monitor adapter ๐Ÿ‘‰๐Ÿผ https://geni.us/DisplayLinkAdapter โŒจ๏ธ Mac Keyboard ๐Ÿ‘‰๐Ÿผ https://geni.us/MacMagicKeyboard ๐Ÿ–ฑ Mac Mouse ๐Ÿ‘‰๐Ÿผ https://geni.us/MacMagicMouse ๐Ÿ’พ Small (1TB) External HD ๐Ÿ‘‰๐Ÿผ https://geni.us/WDelements1TB ๐Ÿ’พ Large (14TB) External HD ๐Ÿ‘‰๐Ÿผ https://geni.us/WDelements14TB ๐Ÿข Standing Desk ๐Ÿ‘‰๐Ÿผ https://geni.us/StandingDeskFezibo ๐Ÿ“— Data Science Must Read ๐Ÿ‘‰๐Ÿผ https://geni.us/StorytellingWithData ๐Ÿ“ธ Camera of Choice ๐Ÿ‘‰๐Ÿผ https://geni.us/SonyA6600body For computers, I recommend checking the manufacturer's website (i.e., dell.com) for deals/rebates Social Media / Contact Me ====================== ๐Ÿ™‹๐Ÿผโ€โ™‚๏ธWebsite: https://www.lukebarousse.com/ ๐ŸŒ„ Instagram: ย ย /ย lukebarousseย ย  โฐ TikTok: ย ย /ย lukebarousseย ย  ๐Ÿ“˜ Facebook: ย ย /ย datavizbylukeย ย  ๐Ÿ“ฅ Business Inquiries: [email protected] As an Amazon Associate, I earn a small commission from qualifying purchases on the Amazon links above. It costs you nothing but helps me in keeping the content coming. 00:00 Intro 01:14 The need for packages & managers 03:28 Using packages & package managers (coding example) 07:34 The problem virtual environments solve 09:32 Showing the problem (coding example) 12:35 The concept of virtual environments 14:40 Using virtual environments (coding example) 18:39 Conclusion #vscode #pythontutorial #datavisualization

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